You're not managing scope creep. You're managing change. And change is the only constant in projects that matter.
The goal isn't to eliminate scope changes. The goal is to handle them intelligently, with clear project boundaries that protect the things that matter while allowing flexibility where it adds value.
The boundary script:
"That's a great idea for v2"
"Let's finish what we started first"
"What should we drop to add this?"